public void SaveValuesFor(NeuralNetwork neuralNetwork)
{
var firstLayerWeights = neuralNetwork.GetWeightsForLayer(1);
var secondLayerWeights = neuralNetwork.GetWeightsForLayer(2);
var secondLayerThresholds = neuralNetwork.GetThresholdsForLayer(2);
var thirdLayerThresholds = neuralNetwork.GetThresholdsForLayer(3);
try
{
var connection = new NpgsqlConnection(ConnectionString);
connection.Open();
var command = new NpgsqlCommand { Connection = connection };
for (var i = 1; i <= secondLayerThresholds.Count; i++)
{
command.CommandText = "UPDATE pr4_thresholds_layer2 SET threshold=" + secondLayerThresholds[i - 1] + " WHERE id=" + i;
command.ExecuteNonQuery();
}
for (var i = 1; i <= thirdLayerThresholds.Count; i++)
{
command.CommandText = "UPDATE pr4_thresholds_layer3 SET threshold=" + thirdLayerThresholds[i - 1] + " WHERE id=" + i;
command.ExecuteNonQuery();
}
for (var i = 1; i <= firstLayerWeights.Count; i++)
{
command.CommandText = "UPDATE pr4_weights_layer1 SET weight=" + firstLayerWeights[i - 1] + " WHERE id=" + i;
command.ExecuteNonQuery();
}
for (var i = 1; i <= secondLayerWeights.Count; i++)
{
command.CommandText = "UPDATE pr4_weights_layer2 SET weight=" + secondLayerWeights[i - 1] + " WHERE id=" + i;
command.ExecuteNonQuery();
}
connection.Close();
}
catch (Exception)
{
Console.WriteLine("There was a problem saving values in the database.");
throw;
}
}
